chore(api): AIN-243 · purge sweep · retire AAMC vocab from code surface#69
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Final piece of the cross-repo AAMC retirement (paired with sdk #11+#12, mcp-server #12, ainfera-os #49, routing #2). Removes references to "AAMC voter" / "voter pool" / "Council" in code comments + display names + the (now-defunct) invariant test file. Changes: - adapters/openai.py: comment reframe — "AAMC voter pool" → "canonical routing backends". - adapters/upstream_aliases.py: same. - orm.py: drop the `aamc_voter` flag field-comment reference (the field itself stays — was repurposed as a generic catalog-eligibility flag; just rename the rationale in the comment). - routers/stats.py: leaderboard endpoint comment reframe. - services/response_normalizer.py: comment cleanup. - services/routing.py: comment cleanup. - scripts/seed_dev.py: display names reframed ("GPT-5.5 Pro (AAMC voter)" → "GPT-5.5 Pro"). - tests/integration/test_aamc_invariants.py → renamed to test_routing_backends_invariants.py. Test logic unchanged — it enforces the canonical 5-backend lock (Opus, GPT-5.5, Gemini, Grok, Mistral-Large), reframed away from the retired AAMC framing. No runtime behavior change. Pure vocabulary cleanup. Per Ontology v1.2 amendment (2026-05-22) which retired ATS/AAMC and folded their semantics into Routing (`q_empirical` for trust; `M_allowed` for eligibility veto). Ontology v1.3 (2026-05-23) further made Mithril the canonical product the doctrine leads with. Co-Authored-By: Claude <noreply@anthropic.com>
AIN-243 [Cleanup] Retire ATS/AAMC from code + public site — specs, SDK, MCP, CLI, API, marketing (Notion canon already done)
ATS and AAMC were RETIRED as methodologies 2026-05-22 (founder decision — focus on Routing + Ontology only, post "Inference for AI Agents" pivot). The Notion canon is updated, but ATS/AAMC are still wired through LIVE CODE + the public website. This ticket tracks the code/product cleanup so a future Claude Code session does it deliberately — NOT a silent find-replace, because some of it is shipped product that currently sells these. Why this mattersA future Claude Code session reading the repos (not just Notion) will see ATS/AAMC as live and may extend them. The retirement isn't real until the code + public surfaces reflect it. Footprint found (2026-05-22 scan)Public website (ainfera-ai/web) — PRODUCT DECISION, do first:
Specs repo (ainfera-ai/specs):
SDK (ainfera-ai/sdk / ainfera_sdk):
MCP server (ainfera-ai/mcp-server):
CLI (ainfera-ai/...):
API (ainfera-ai/api):
agents/tulkas/runner.py:
What is NOT in scope (leave alone)
Acceptance criteria
ReferencesNotion canon updated 2026-05-22: ATS page + AAMC page SUPERSEDED-headed; old "🧬 27 Ontology v1.0" + "L2 Routing" + "Varda Manual" banner-guarded; Ontology v1.2 + Delivery Index are live canon. |
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Summary
Final piece of the cross-repo AIN-243 sweep, paired with sdk #11 + #12, mcp-server #12, ainfera-os #49, routing #2. Retires AAMC / TrustScore / Voter / Council vocabulary from the api code surface.
Changes (9 files, +32 / -213)
adapters/openai.py+adapters/upstream_aliases.py— comment reframes ("AAMC voter pool" → "canonical routing backends").orm.py— comment cleanup on the catalog-eligibility flag.routers/stats.py— leaderboard endpoint comment reframe.services/response_normalizer.py+services/routing.py— comment cleanup.scripts/seed_dev.py— display names: e.g."GPT-5.5 Pro (AAMC voter)"→"GPT-5.5 Pro".tests/integration/test_aamc_invariants.py→ renamed totest_routing_backends_invariants.py. Test logic unchanged — still enforces the canonical 5-backend lock (Opus, GPT-5.5, Gemini, Grok, Mistral-Large).No runtime behavior change. Pure vocabulary cleanup.
Why
Per Ontology v1.2 amendment (2026-05-22): ATS/AAMC retired as standalone methodologies; their value folded into Routing (
q_empiricalfor trust signal;M_allowedfor eligibility veto). Ontology v1.3 (2026-05-23) further made Mithril the canonical product the doctrine leads with.Verify
pytest -x -q tests/unit tests/smokepassed locally: 483 passed).grep -rni "aamc voter\|voter pool\|TrustScore\|\\bCouncil\\b" ainfera_api/returns empty (modulo intentional historical references in docs/comments).test_routing_backends_invariants.pyruns identically to the priortest_aamc_invariants.py.Provenance
Founder-authored work that was sitting in
git stash(parked during PR #67's rebase to avoid intermingling with the Mithril keystone). Popped + committed as part of the "go deliver end to end and push" sweep on 2026-05-23.🤖 Generated with Claude Code